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[DesireCourse.Com] Udemy - Deployment of Machine Learning Models
Seeders:
6
Leechers:
51
Completed:
142
File size:
848.14 MB
Date:
2020-07-26
Files
1. Introduction1. Introduction to the course.mp4
(37.59 MB)
1. Introduction1. Introduction to the course.vtt
(7.65 KB)
1. Introduction2. Course curriculum overview.mp4
(48.21 MB)
1. Introduction2. Course curriculum overview.vtt
(9.23 KB)
1. Introduction3. Knowledge requirements.mp4
(17.17 MB)
1. Introduction3. Knowledge requirements.vtt
(4.38 KB)
1. Introduction4. How to Approach this course.html
(3.29 KB)
1. Introduction5. Guide to Setting up your Computer.html
(3.92 KB)
1. Introduction6. Slides covered in this course.html
(92 B)
1. Introduction6.1 DMLM_Slides.zip.zip
(13.40 MB)
1. Introduction7. Notes covered in this course.html
(91 B)
1. Introduction7.1 DMLM_Notes.zip.zip
(1.53 MB)
1. Introduction8. FAQ Where can I learn more about the required skills.html
(1.01 KB)
10. Deploying to a PaaS (Heroku) without Containers1. 10.1 - Introduction.mp4
(26.90 MB)
10. Deploying to a PaaS (Heroku) without Containers1. 10.1 - Introduction.vtt
(4.42 KB)
10. Deploying to a PaaS (Heroku) without Containers1.1 Section10.1_Notes.pdf.pdf
(76.70 KB)
10. Deploying to a PaaS (Heroku) without Containers2. 10.2 - Heroku Account Creation.mp4
(20.91 MB)
10. Deploying to a PaaS (Heroku) without Containers2. 10.2 - Heroku Account Creation.vtt
(2.27 KB)
10. Deploying to a PaaS (Heroku) without Containers2.1 Section10.2_Notes.pdf.pdf
(61.43 KB)
10. Deploying to a PaaS (Heroku) without Containers3. 10.3 - Heroku Config.mp4
(32.22 MB)
10. Deploying to a PaaS (Heroku) without Containers3. 10.3 - Heroku Config.vtt
(4.84 KB)
10. Deploying to a PaaS (Heroku) without Containers3.1 Section10.3_Notes.pdf.pdf
(68.97 KB)
10. Deploying to a PaaS (Heroku) without Containers4. 10.4 - Testing the Deployment Manually.mp4
(12.35 MB)
10. Deploying to a PaaS (Heroku) without Containers4. 10.4 - Testing the Deployment Manually.vtt
(1.60 KB)
10. Deploying to a PaaS (Heroku) without Containers4.1 Section10.4_Notes.pdf.pdf
(69.77 KB)
10. Deploying to a PaaS (Heroku) without Containers5. 10.5 - Deploying to Heroku via CI.mp4
(29.07 MB)
10. Deploying to a PaaS (Heroku) without Containers5. 10.5 - Deploying to Heroku via CI.vtt
(3.71 KB)
10. Deploying to a PaaS (Heroku) without Containers5.1 Section10.5_Notes.pdf.pdf
(67.87 KB)
10. Deploying to a PaaS (Heroku) without Containers6. 10.6 - Wrap Up.mp4
(13.51 MB)
10. Deploying to a PaaS (Heroku) without Containers6. 10.6 - Wrap Up.vtt
(2.12 KB)
10. Deploying to a PaaS (Heroku) without Containers6.1 Section10.6_Notes.pdf.pdf
(63.89 KB)
11. Running Apps with Containers (Docker)1. 11.1 Introduction to Containers and Docker.mp4
(31.51 MB)
11. Running Apps with Containers (Docker)1. 11.1 Introduction to Containers and Docker.vtt
(4.38 KB)
11. Running Apps with Containers (Docker)1.1 Section11.1_Notes.pdf.pdf
(70.24 KB)
11. Running Apps with Containers (Docker)2. 11.2 Installing Docker.mp4
(26.65 MB)
11. Running Apps with Containers (Docker)2. 11.2 Installing Docker.vtt
(2.44 KB)
11. Running Apps with Containers (Docker)2.1 Section11.2_Notes.pdf.pdf
(77.79 KB)
11. Running Apps with Containers (Docker)3. 11.3 Creating Our API App Dockerfile.mp4
(21.60 MB)
11. Running Apps with Containers (Docker)3. 11.3 Creating Our API App Dockerfile.vtt
(2.86 KB)
11. Running Apps with Containers (Docker)3.1 Section11.3_Notes.pdf.pdf
(58.50 KB)
11. Running Apps with Containers (Docker)4. 11.4 Building and Running the Docker Container.mp4
(26.73 MB)
11. Running Apps with Containers (Docker)4. 11.4 Building and Running the Docker Container.vtt
(3.63 KB)
11. Running Apps with Containers (Docker)4.1 Section11.4_Notes.pdf.pdf
(94.08 KB)
11. Running Apps with Containers (Docker)5. 11.5 Releasing to Heroku with Docker.mp4
(46.93 MB)
11. Running Apps with Containers (Docker)5. 11.5 Releasing to Heroku with Docker.vtt
(5.18 KB)
11. Running Apps with Containers (Docker)5.1 Section11.5_Notes.pdf.pdf
(56.55 KB)
11. Running Apps with Containers (Docker)6. 11.6 - Wrap Up.mp4
(7.73 MB)
11. Running Apps with Containers (Docker)6. 11.6 - Wrap Up.vtt
(1.55 KB)
11. Running Apps with Containers (Docker)6.1 Section11.6_Notes.pdf.pdf
(82.44 KB)
12. Deploying to IaaS (AWS ECS)1. 12.1 - Introduction to AWS.mp4
(18.70 MB)
12. Deploying to IaaS (AWS ECS)1. 12.1 - Introduction to AWS.vtt
(3.24 KB)
12. Deploying to IaaS (AWS ECS)10. 12.9 - Uploading Images to the Elastic Container Registry (ECR).mp4
(49.77 MB)
12. Deploying to IaaS (AWS ECS)10. 12.9 - Uploading Images to the Elastic Container Registry (ECR).vtt
(4.19 KB)
12. Deploying to IaaS (AWS ECS)10.1 Section12.9_Notes.pdf.pdf
(72.40 KB)
12. Deploying to IaaS (AWS ECS)11. 12.10 - Creating the ECS Cluster with Fargate Launch Method.mp4
(38.12 MB)
12. Deploying to IaaS (AWS ECS)11. 12.10 - Creating the ECS Cluster with Fargate Launch Method.vtt
(3.77 KB)
12. Deploying to IaaS (AWS ECS)11.1 Section12.10_Notes.pdf.pdf
(56.88 KB)
12. Deploying to IaaS (AWS ECS)12. 12.11 - Creating the ECS Cluster with the EC2 Launch Method.mp4
(59.91 MB)
12. Deploying to IaaS (AWS ECS)12. 12.11 - Creating the ECS Cluster with the EC2 Launch Method.vtt
(6.38 KB)
12. Deploying to IaaS (AWS ECS)12.1 Section12.11_Notes.pdf.pdf
(57.46 KB)
12. Deploying to IaaS (AWS ECS)13. 12.12 - Updating the Cluster Containers.mp4
(30.97 MB)
12. Deploying to IaaS (AWS ECS)13. 12.12 - Updating the Cluster Containers.vtt
(3.52 KB)
12. Deploying to IaaS (AWS ECS)13.1 Section12.12_Notes.pdf.pdf
(67.45 KB)
12. Deploying to IaaS (AWS ECS)14. 12.13 - Tearing down the ECS Cluster.mp4
(6.96 MB)
12. Deploying to IaaS (AWS ECS)14. 12.13 - Tearing down the ECS Cluster.vtt
(740 B)
12. Deploying to IaaS (AWS ECS)14.1 Section12.13_Notes.pdf.pdf
(60.11 KB)
12. Deploying to IaaS (AWS ECS)15. 12.14 - Deploying to ECS via the CI pipeline.mp4
(23.54 MB)
12. Deploying to IaaS (AWS ECS)15. 12.14 - Deploying to ECS via the CI pipeline.vtt
(2.60 KB)
12. Deploying to IaaS (AWS ECS)15.1 Section12.14_Notes.pdf.pdf
(64.16 KB)
12. Deploying to IaaS (AWS ECS)16. 12.15 - Wrap Up.mp4
(8.97 MB)
12. Deploying to IaaS (AWS ECS)16. 12.15 - Wrap Up.vtt
(1.88 KB)
12. Deploying to IaaS (AWS ECS)16.1 Section12.15_Notes.pdf.pdf
(56.57 KB)
12. Deploying to IaaS (AWS ECS)2. 12.2 - AWS Costs and Caution.mp4
(25.46 MB)
12. Deploying to IaaS (AWS ECS)2. 12.2 - AWS Costs and Caution.vtt
(2.36 KB)
12. Deploying to IaaS (AWS ECS)2.1 Section12.2_Notes.pdf.pdf
(74.73 KB)
12. Deploying to IaaS (AWS ECS)3. 12.3a - Intro to AWS ECS.mp4
(22.79 MB)
12. Deploying to IaaS (AWS ECS)3. 12.3a - Intro to AWS ECS.vtt
(4.50 KB)
12. Deploying to IaaS (AWS ECS)3.1 Section12.3_Notes.pdf.pdf
(55.14 KB)
12. Deploying to IaaS (AWS ECS)4. 12.3b - Container Orchestration Options Kubernetes ECS Docker Swarm.mp4
(23.79 MB)
12. Deploying to IaaS (AWS ECS)4. 12.3b - Container Orchestration Options Kubernetes ECS Docker Swarm.vtt
(3.58 KB)
12. Deploying to IaaS (AWS ECS)4.1 Section12.3_Notes.pdf.pdf
(55.14 KB)
12. Deploying to IaaS (AWS ECS)5. 12.4 - Create an AWS Account.mp4
(4.90 MB)
12. Deploying to IaaS (AWS ECS)5. 12.4 - Create an AWS Account.vtt
(603 B)
12. Deploying to IaaS (AWS ECS)5.1 Section12.4_Notes.pdf.pdf
(53.55 KB)
12. Deploying to IaaS (AWS ECS)6. 12.5 - Setting Permissions with IAM.mp4
(23.21 MB)
12. Deploying to IaaS (AWS ECS)6. 12.5 - Setting Permissions with IAM.vtt
(3.01 KB)
12. Deploying to IaaS (AWS ECS)6.1 Section12.5_Notes.pdf.pdf
(57.91 KB)
12. Deploying to IaaS (AWS ECS)7. 12.6 - Installing the AWS CLI.mp4
(28.93 MB)
12. Deploying to IaaS (AWS ECS)7. 12.6 - Installing the AWS CLI.vtt
(2.31 KB)
12. Deploying to IaaS (AWS ECS)7.1 Section12.6_Notes.pdf.pdf
(56.92 KB)
12. Deploying to IaaS (AWS ECS)8. 12.7 - Configuring the AWS CLI.mp4
(20.84 MB)
12. Deploying to IaaS (AWS ECS)8. 12.7 - Configuring the AWS CLI.vtt
(2.75 KB)
12. Deploying to IaaS (AWS ECS)8.1 Section12.7_Notes.pdf.pdf
(83.02 KB)
12. Deploying to IaaS (AWS ECS)9. 12.8 - Intro the Elastic Container Registry (ECR).mp4
(9.37 MB)
12. Deploying to IaaS (AWS ECS)9. 12.8 - Intro the Elastic Container Registry (ECR).vtt
(1.18 KB)
12. Deploying to IaaS (AWS ECS)9.1 Section12.8_Notes.pdf.pdf
(55.26 KB)
13. A Deep Learning Model with Big Data1. Challenges of using Big Data in Machine Learning.mp4
(15.30 MB)
13. A Deep Learning Model with Big Data1. Challenges of using Big Data in Machine Learning.vtt
(2.42 KB)
13. A Deep Learning Model with Big Data10. 13.10 - Additional Considerations and Wrap Up.mp4
(20.76 MB)
13. A Deep Learning Model with Big Data10. 13.10 - Additional Considerations and Wrap Up.vtt
(3.11 KB)
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